Modelling Commonsense Properties Using Pre-Trained Bi-Encoders

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Knowledge Triples

Source Entity	Relationship	Target Entity
Concept Encoders Method	models	Commonsense Properties OtherEntity
Contextualised Language Models Method	predicts	Commonsense Properties OtherEntity
Fine Tuning Method	improves	Language Understanding Task
Generic Sentences Material	trains	Property Encoders Method
Hyponym Hypernym Pairs Material	trains	Concept Encoders Method
Property Encoders Method	models	Commonsense Properties OtherEntity
Unsupervised Hypernym Discovery Task	uses	Hyponym Hypernym Pairs Material